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Image Classification research benchmarks – Page 241 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

42.66Clean Accuracy

6

Feb 27, 2026

40.64Clean Accuracy

6

Feb 27, 2026

87.41Clean Accuracy

6

Feb 27, 2026

83.89Clean Accuracy

6

Feb 27, 2026

57.26Clean Accuracy

6

Feb 27, 2026

97.03Clean Accuracy

6

Feb 27, 2026

60.45Accuracy (Clean)

6

Feb 27, 2026

BreakHis 6 (test)

0.95Precision

6

Feb 26, 2026

98.61Precision

6

Feb 26, 2026

62Accuracy

6

Feb 26, 2026

59.2Accuracy

6

Feb 26, 2026

TAG → X average across unseen

56.2Accuracy

6

Feb 26, 2026

TQ-T3D unseen target

59.3Accuracy

6

Feb 26, 2026

TQ-DuraGel (unseen target)

56.1Accuracy

6

Feb 26, 2026

TQ-GelMini unseen target

58.7Accuracy

6

Feb 26, 2026

TQ-DIGIT unseen target

61.3Accuracy

6

Feb 26, 2026

OF B 2.0 (unseen target)

48.7Accuracy

6

Feb 26, 2026

OF A 2.0 (unseen target)

52.3Accuracy

6

Feb 26, 2026

OF Real (unseen target)

56.7Accuracy

6

Feb 26, 2026

Lumpy Skin Disease (LSD) Dataset (test)

99Accuracy

6

Feb 26, 2026

Kaggle Solar Panel Fault Detection (test)

92.37Accuracy

6

Feb 26, 2026

FootpathVision (test)

89Accuracy

6

Feb 26, 2026

MangoImageBD (test)

Enhanced Baseline (Custom CNN)

98Accuracy

6

Feb 26, 2026

PaddyVarietyBD (test)

78.76Accuracy

6

Feb 26, 2026

0.865Accuracy

6

Feb 26, 2026

Page 241 of 333

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CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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